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ERNIE 4.0 vs Qwen3.7 Max

How do these models stack up? Below is an expert side-by-side comparison of specifications, context window capacity, live pricing per million tokens, and standardized benchmark scores for ERNIE 4.0 and Qwen3.7 Max.

Baidu

ERNIE 4.0

ERNIE 4.0 (文心一言 4.0) is Baidu's most advanced large language model, representing the culmination of Baidu's decades of search and NLP expertise. Built on Baidu's proprietary knowledge-enhanced pre-training architecture, ERNIE 4.0 integrates deep understanding of Chinese language, culture, and domain-specific knowledge. It achieves GPT-4-class performance on comprehensive Chinese-language benchmarks spanning language understanding, reasoning, mathematics, and code generation. ERNIE 4.0 powers Baidu's Wenxin Yiyan consumer chatbot and is available via Baidu AI Cloud API for enterprise integrations.

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Alibaba

Qwen3.7 Max

Qwen3.7-Max is the flagship model in Alibaba's Qwen3.7 series. It supports text input and output and is designed for agent-centric workloads, with particular strengths in coding, office and productivity tasks,...

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Technical Specifications

SpecificationERNIE 4.0Qwen3.7 Max
ProviderBaiduAlibaba
Context Window128,000 tokens1,000,000 tokens
Agent Suitability87/100N/A
Time to First Token (TTFT)380 msN/A
Deployment Modelmanaged apiself hostable
Production Stabilitystablebeta
API AvailableYesYes
Released Date2025-08-302026-05-21

API Pricing Comparison

Input Price per Million Tokens

ERNIE 4.0

$1.20

Qwen3.7 Max

$1.25

Output Price per Million Tokens

ERNIE 4.0

$2.40

Qwen3.7 Max

$3.75

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Benchmark Performance Metrics

Scores show the raw performance percentages verified across key evaluation suites. Higher bars indicate superior accuracy and capability in that domain.

MMLUGeneral knowledge & multi-task understanding
N/Avs9150.0%
ERNIE 4.0
Qwen3.7 Max
HumanEvalPython coding & logic synthesis
N/Avs9580.0%
ERNIE 4.0
Qwen3.7 Max
MATHComplex mathematical problem solving
N/Avs8820.0%
ERNIE 4.0
Qwen3.7 Max
GPQAGraduate-level expert reasoning
N/Avs6050.0%
ERNIE 4.0
Qwen3.7 Max
HellaSwagCommonsense reasoning and inference
N/Avs9100.0%
ERNIE 4.0
Qwen3.7 Max
MT-BenchMulti-turn conversation flow quality
N/Avs940.0%
ERNIE 4.0
Qwen3.7 Max

ERNIE 4.0 Quirks & Gotchas

  • β–ΈSuperior Chinese-language understanding β€” best-in-class for China-market applications
  • β–ΈAPI requires Baidu Cloud account with Chinese phone verification

Qwen3.7 Max Quirks & Gotchas

No developer gotchas reported.